To demonstrate the great potential of our proposed network, we also design experiments which replace regular 3D convolution layers with sparse 3D convolutions. We adopt Minkowski [1]} sparse convolution in our experiment. Sparse convolution enables our network to process high-dimensional data with further speedup and reduce computation load on GPU.
